PDF⋙ Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland
Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland
Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland PDF, ePub eBook D0wnl0ad
This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data—showing code, graphics, and accompanying tabular listings—for all the methods they cover. They emphasize how to construct and interpret graphs. They discuss principles of graphical design. They identify situations where visual impressions from graphs may need confirmation from traditional tabular results. All chapters have exercises.
The authors provide and discuss R functions for all the new graphical display formats. All graphs and tabular output in the book were constructed using these functions. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses.
This book can serve as a standalone text for statistics majors at the master’s level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. In-depth discussions of regression analysis, analysis of variance, and design of experiments are followed by introductions to analysis of discrete bivariate data, nonparametrics, logistic regression, and ARIMA time series modeling. The authors illustrate classical concepts and techniques with a variety of case studies using both newer graphical tools and traditional tabular displays.
The Second Edition features graphs that are completely redrawn using the more powerful graphics infrastructure provided by R's lattice package. There are new sections in several of the chapters, revised sections in all chapters and several completely new appendices.
New graphical material includes:
• an expanded chapter on graphics
• a section on graphing Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics• a discussion on design of graphics that will work for readers with color-deficient vision
• an expanded discussion on the design of multi-panel graphics
• expanded and new sections in the discrete bivariate statistics capter on the use of mosaic plots for contingency tables including the n×2×2 tables for which the Mantel–Haenszel–Cochran test is appropriate
• an interactive (using the shiny package) presentation of the graphics for the normal and t-tables that is introduced early and used in many chapters
The new appendices include discussions of R, the HH package designed for R (the material in the HH package was distributed as a set of standalone functions with the First Edition of this book), the R Commander package, the RExcel system, the shiny package, and a minimal discussion on writing R packages. There is a new appendix on computational precision illustrating and explaining the FAQ (Frequently Asked Questions) about the differences between the familiar real number system and the less-familiar floating point system used in computers. The probability distributions appendix has been expanded to include more distributions (all the distributions in base R) and to include graphs of each. The editing appendix from the First Edition has been split into four expanded appendices—on working style, writing style, use of a powerful editor, and use of LaTeX for document preparation.
From reader reviews:
Ned Aguayo:
Now a day people who Living in the era everywhere everything reachable by match the internet and the resources within it can be true or not require people to be aware of each data they get. How many people to be smart in getting any information nowadays? Of course the answer is reading a book. Reading through a book can help folks out of this uncertainty Information mainly this Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) book because this book offers you rich info and knowledge. Of course the knowledge in this book hundred per-cent guarantees there is no doubt in it as you know.
Marni Johnson:
Beside this Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) in your phone, it may give you a way to get nearer to the new knowledge or details. The information and the knowledge you may got here is fresh from oven so don't become worry if you feel like an outdated people live in narrow community. It is good thing to have Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) because this book offers to your account readable information. Do you occasionally have book but you don't get what it's all about. Oh come on, that won't happen if you have this in your hand. The Enjoyable set up here cannot be questionable, similar to treasuring beautiful island. So do you still want to miss this? Find this book and read it from today!
Lee Fuller:
This Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) is fresh way for you who has attention to look for some information because it relief your hunger details. Getting deeper you into it getting knowledge more you know or perhaps you who still having bit of digest in reading this Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) can be the light food in your case because the information inside this book is easy to get through anyone. These books create itself in the form that is certainly reachable by anyone, sure I mean in the e-book contact form. People who think that in guide form make them feel drowsy even dizzy this book is the answer. So there is no in reading a reserve especially this one. You can find what you are looking for. It should be here for you. So , don't miss that! Just read this e-book variety for your better life along with knowledge.
Read Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland for online ebook
Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) by Richard M. Heiberger, Burt Holland books to read online.
Komentar
Posting Komentar